Qianyu Zhou周千寓Ph.D
Digital Media & Computer Vision (DMCV) Laboratory |
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I got the Ph.D. degree at the
Department of Computer Science and Engineering, as well as DMCV Lab, Shanghai Jiao Tong University (SJTU), supervised by
Prof.
Lizhuang Ma. I was selected into
Wenjun Wu AI Honored Ph.D Class (Top 1%) and
Zhiyuan Honored Ph.D Program (The Highest Honor) of SJTU, co-advised by Dr.
Jianping Shi.
Before that, I received the B.Sc degree from the College of Computer Science and Technology, Jilin University in 2019.
I have published 20+ papers at top-tier journals and conferences (1000+ citations) such as IEEE TPAMI, CVPR, ICCV, ECCV, NeurIPS, ACM MM, AAAI, and etc. My research has won the Leading Technology Award of the World Internet Conference (WIC) 2024, the Top 3% Paper Recognition Award of ICASSP 2023, and Best Paper Award of CAD/Graphics 2023.
Computer Vision, Machine Intelligence.
Transfer Learning, e.g., domain adaptation, domain generalization, and semi-supervised learning.
Scene Understanding, e.g., semantic segmentation, object detection in images and videos.
Multi-Modal Learning, e.g., vision-language models, 3D point cloud understanding.
Biometrics, e.g., face anti-spoofing, presentation attack detection.
[09/2024] Two papers are accepted to NeurIPS 2024 (25.80% acceptance rate).
[09/2024] I got the Leading Technology Award of the World Internet Conference (WIC) 2024.
[07/2024] Three papers are accepted to ACM MM 2024 (26.20% acceptance rate).
[07/2024] Two papers are accepted to ECCV 2024 (27.90% acceptance rate).
[06/2024] I got my Ph.D. degree in Department of CSE, SJTU.
[06/2024] One paper is accepted to TCSVT (15% acceptance rate, IF=8.4).
[05/2024] I have successfully defended my PhD thesis!.
[03/2024] One paper is accepted to TVCG (25% acceptance rate, IF=5.6).
[02/2024] Two papers are accepted to CVPR 2024 (23.58% acceptance rate).
[01/2024] Our paper TransVOD (TPAMI 2023) becomes the ESI Highly Cited Paper (Top 1%).
[12/2023] One paper is accepted to AAAI 2024 (23.75% acceptance rate).
[09/2023] I won the Yuanqing Yang Ph.D Fellowship (3 recipients per year in SJTU).
[08/2023] One paper won the Best Paper Award in CAD/Graphics 2023.
[06/2023] One paper is selected into Top 3% Paper Recognition of all papers accepted at ICASSP 2023.
[05/2023] One paper is accepted to the 1st Workshop on Vision-based InduStrial InspectiON (VISION) of CVPR 2023.
[03/2023] One paper is accepted to CVPR 2023 (25.78% acceptance rate).
[01/2023] One paper is accepted to TPAMI (9% acceptance rate, IF=23.6).
[11/2022] One paper is accepted to TPAMI (9% acceptance rate, IF=23.6).
[09/2022] One paper is accepted to TCSVT (15% acceptance rate, IF=8.4).
[08/2022] I am invited to serve as a Programme Committee member of AAAI 2023.
[07/2022] One paper is accepted to ECCV 2022 (26% acceptance rate).
[06/2022] One paper is accepted to ACM MM 2022 (27.9% acceptance rate).
[05/2022] One paper is accepted to Pattern Recognition (19% acceptance rate, IF=8.0).
[05/2022] One paper is accepted to CVIU (17% acceptance rate, IF=4.5).
[03/2022] One paper is selected as an oral presentation of ICME 2022 (top 14.5%).
Reserach Interests
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[Google Scholar] (* indicates joint first author, and † indicates corresponding author)
Ph.D, Department of Computer Science and Engineering, Shanghai Jiao Tong University. (Sep. 2019 - Jun. 2024)
Memeber of Wenjun Wu AI Honored Ph.D Class (Top 1%), AI Institute, Shanghai Jiao Tong University;
Memeber of Zhiyuan Honored Ph.D Program (The Highest Honor) in Shanghai Jiao Tong University;
Advised by Prof. Lizhuang Ma and Dr. Jianping Shi
B.Sc, College of Computer Science and Technology, Jilin University. (Aug. 2015 - Jun. 2019)
Top Ten Honorary Undergraduates (The Highest Honor) in Jilin University;
Research Intern at Contemporary Amperex Technology Co., Ltd (CATL), Ningde, P.R.China. (May. 2023 - Aug. 2023)
Worked on surface defect detection, quality inspection for industrial manufacturing.
Collaborators: Jie Hu and Guannan Jiang
Research Intern at Youtu Lab, Tencent, Shanghai, P.R.China. (July. 2021 - Nov. 2022)
Worked on face anti-spoofing, biometrics security.
Mentor: Taiping Yao and Ke-Yue Zhang
Research Intern at Sensetime Reserch, Beijing & Shanghai, P.R.China. (July. 2019 - Mar. 2021)
Worked on scene understanding, autonomous driving.
Mentor: Guangliang Cheng and Jianping Shi
Oral Session Chair
ACM International Conference on Multimedia (ACM MM), 2024
Journal Reviewer
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
IEEE Transactions on Information Forensics & Security (TIFS)
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
Conference Reviewer
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 - 2024
IEEE International Conference on Computer Vision (ICCV), 2023
European Conference on Computer Vision (ECCV), 2022, 2024
International Conference on Machine Learning (ICML), 2024
International Conference on Learning Representations (ICLR), 2025
AAAI Conference on Artificial Intelligence (AAAI), 2023 - 2025
ACM International Conference on Multimedia (ACM MM), 2023 - 2024
IEEE International Conference on Multimedia and Expo (ICME), 2023 - 2024
Ph.D Students
Hao Yang, Shanghai Jiao Tong University, Co-supervise with Prof. Lizhuang Ma
Jincen Jiang, Bournemouth University, Co-supervise with Prof. Xuequan Lu
Yinghui Li, Deakin University, Co-supervise with Prof. Xuequan Lu
Zitong Wang, Northeast Normal University -> Jilin University
Alumni
Yiran Song, Shanghai Jiao Tong University (Currently at University of Minnesota), Co-supervised with Lizhuang Ma
Qiqi Gu, Shanghai Jiao Tong University (Currently at Tencent), Co-supervised with Prof. Lizhuang Ma
Shaocong Long, Shanghai Jiao Tong University, Co-supervise with Prof. Yuan Luo
Zhengyang Feng, Shanghai Jiao Tong University (Currently at Momenta), Co-supervised with Prof. Lizhuang Ma